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ECAI
2004
Springer
13 years 9 months ago
On-Line Search for Solving Markov Decision Processes via Heuristic Sampling
In the past, Markov Decision Processes (MDPs) have become a standard for solving problems of sequential decision under uncertainty. The usual request in this framework is the compu...
Laurent Péret, Frédérick Garc...
ECAI
2004
Springer
13 years 9 months ago
Towards Efficient Learning of Neural Network Ensembles from Arbitrarily Large Datasets
Advances in data collection technologies allow accumulation of large and high dimensional datasets and provide opportunities for learning high quality classification and regression...
Kang Peng, Zoran Obradovic, Slobodan Vucetic
ECAI
2004
Springer
13 years 9 months ago
Diagnosability Analysis of Distributed Discrete Event Systems
This paper addresses the diagnosability problem of distributed discrete event systems. Until now, the problem of diagnosability has always been solved by considering centralised ap...
Yannick Pencolé
ECAI
2004
Springer
13 years 9 months ago
Assessing the Bias of Classical Planning Strategies on Makespan-Optimizing Scheduling
This paper investigates a loosely coupled approach to planning and scheduling integration, which consists of cascading a planner and a scheduler. While other implementations of thi...
Federico Pecora, Riccardo Rasconi, Amedeo Cesta
ECAI
2004
Springer
13 years 9 months ago
Identifying Relational Concept Lexicalisations by Using General Linguistic Knowledge
Abstract. This paper analyses how general-purpose semantic hierarchies could be helpful in the construction of one-to-many mappings between the coarse-grained relational concepts a...
Maria Teresa Pazienza, Marco Pennacchiotti, Fabio ...
ECAI
2004
Springer
13 years 9 months ago
Vision-Language Integration in AI: A Reality Check
Abstract. Multimodal human to human interaction requires integration of the contents/meaning of the modalities involved. Artificial Intelligence (AI) multimodal prototypes attempt...
Katerina Pastra, Yorick Wilks
ECAI
2004
Springer
13 years 9 months ago
Online Social and Business Networking Communities
Ina O'Murchu, John G. Breslin, Stefan Decker
ECAI
2004
Springer
13 years 9 months ago
An Algorithm for Knowledge Base Extraction
Many approaches have been proposed for reasoning based on conflicting information in general and in particular on stratified knowledge bases, i.e. bases in which all pieces of i...
Alexander Nittka
ECAI
2004
Springer
13 years 9 months ago
When Are Behaviour Networks Well-Behaved?
Agents operating in the real world have to deal with a constantly changing and only partially predictable environment and are nevertheless expected to choose reasonable actions qui...
Bernhard Nebel, Yuliya Babovich-Lierler
ECAI
2004
Springer
13 years 9 months ago
Local Search for Heuristic Guidance in Tree Search
Recent work has shown the promise in using local-search “probes” as a basis for directing a backtracking-based refinement search. In this approach, the decision about the next...
Alexander Nareyek, Stephen F. Smith, Christian M. ...